Building instance graphs for highly variable processes
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- 作者：Claudia Diamantinia ; c.diamantini@univpm.it" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Laura Genga ; a ; l.genga@univpm.it" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Domenico Potenaa ; d.potena@univpm.it" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Wil van der Aalstb ; w.m.p.v.d.Aalst@tue.nl" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae
- 关键词：Process mining ; Highly variable processes ; Building instance graphs ; Process instances
- 刊名：Expert Systems with Applications
- 出版年：2016
- 出版时间：15 October 2016
- 年：2016
- 卷：59
- 期：Complete
- 页码：101-118
- 全文大小：1390 K
文摘
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Novel methodology aimed at building for each trace of a process an instance graph.
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We discuss issues related to building Instance Graphs in highly variable processes.
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Novel algorithms aimed at repairing irregular instance graphs.
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Methodology is experimented on both synthetic and real-world event logs.